Building damage assessment using a single post-earthquake PolSAR image: a case of the 2010 Yushu earthquake

International Symposium on Earth Observation for One Belt and One Road

地球科学;政治学;社会学;经济学

Zhai, Wei^1 ; Zeng, Wenhao^1

Monitoring Center, Gansu Earthquake Administration, Lanzhou, Gansu

730000, China^1

关键词: Collapsed buildings;    Earthquake damages;    Natural disasters;    Polarimetric classification;    Polarization orientation angles;    Qinghai Province;    Relative contribution;    Volume scattering;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/57/1/012018/pdf
DOI  :  10.1088/1755-1315/57/1/012018

来源: IOP

【 摘 要 】

Earthquakes are one of the most destructive natural disasters. Efficiently and quickly acquiring building earthquake damage information can help to reduce the casualties after an earthquake. In this paper, building damage information is extracted using a single post-earthquake PolSAR image. In PolSAR images, since the undamaged oriented buildings characterized by volume scattering with weaker scattering power are very similar to collapsed buildings, the collapsed buildings are difficult to extract accurately. In this paper, the difference in the relative contribution change rate of scattering components before and after polarization orientation angle (POA) compensation is proposed to enhance the difference between collapsed buildings and oriented buildings, in order that the collapsed buildings can be extracted more accurately. The "4.14" Yushu earthquake, which occurred in Yushu County, Qinghai province of China, is used as the case study to test the proposed method, and an airborne high-resolution PolSAR image of the urban region of Yushu County is used in the experiment. The experimental results show that the accuracy of building damage information extraction can be improved by the use of the proposed method, compared with the traditional polarimetric classification.